Abstract: Provided herein are systems and methods for decentralized privacy preserving audits comprising receiving by a first local system, from an orchestrator system, instructions to perform a local audit; executing, by the first local system, in response to receiving the instructions to perform the local audit, a first local audit model epoch, wherein executing the first local audit model epoch comprises: analyzing information from one or more data sources from a local data set; receiving first input information from a second local system through a privacy preserving communication framework in response to requesting the first input information; determining whether information from the one or more data sources from the local data set is reconciled based on the first input information; and in accordance with a determination that the information from the one or more data sources from the local data set is not reconciled, executing a second local audit model epoch.

Abstract: Provided herein is a system and method for implementing a real-time and continuous validation tool for a distributed ledger-based computing system (i.e., blockchain). In one or more examples a real-time validation tool and system can continuously monitor a blockchain computing system for activities that indicate abnormal or risky behavior, and can generate a report to a user that details those events. The real-time validation tool can be implemented as a node in a blockchain computing system and can use information gleaned from blockchain activity occurring in real-time as well as external data gathered from various sources to determine if one or more events has occurred that is indicative of abnormal or risky activity occurring within the blockchain computing system. The validation tool can be used to improve and secure an existing blockchain computing system against cyber intrusions and various integrity issues.

Abstract: Provided herein is a system and method for implementing a real-time and continuous validation tool for a distributed ledger-based computing system (i.e., blockchain). In one or more examples a real-time validation tool and system can continuously monitor a blockchain computing system for activities that indicate abnormal or risky behavior, and can generate a report to a user that details those events. The real-time validation tool can be implemented as a node in a blockchain computing system and can use information gleaned from blockchain activity occurring in real-time as well as external data gathered from various sources to determine if one or more events has occurred that is indicative of abnormal or risky activity occurring within the blockchain computing system. The validation tool can be used to improve and secure an existing blockchain computing system against cyber intrusions and various integrity issues.